Paul Vozila

Researcher, Nuance Communications

Joined

July 2019

Names

Paul Vozila

Emails

****@nuance.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

DBLP

Semantic Scholar

Career & Education History

Researcher

Nuance Communications (nuance.com)

2001 – Present

MS student

Mathematics, Northeastern University (northeastern.edu)

2001 – 2004

Undergrad student

Computer Science, Department of Computer Science, Whiting School of Engineering (cs.jhu.edu)

1992 – 1996

Advisors, Relations & Conflicts

Coworker

Nathan Bodenstab

2007 – Present

Expertise

deep learning

2011 – Present

machine learning

natural language processing

speech recognition

1996 – Present

Publications

MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings
Jean-Philippe Corbeil, Minseon Kim, Maxime Griot, Sheela Agarwal, Alessandro Sordoni, Francois Beaulieu, Paul Vozila
- EACL
- Readers: Everyone
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction
Sin Yu Bonnie Ho, Arlie Coles, Erik Larsson, Eric Marshall, Nathan Bodenstab, Paul Vozila
- ACL 2026 Industry Track Poster
- Readers: Everyone
QRad: Enhancing Radiology Report Generation by Captioning-to-VQA Reframing
Ying Jin, Noel C Codella, Yanbo Xu, Yu Gu, Mu Wei, Haoquan Fang, Dongdong Chen, Thomas Lin, Paul Vozila, Jenq-Neng Hwang
- Submitted to ICLR 2026
- Readers: Everyone
X-REASONER: Towards Generalizable Reasoning Across Modalities and Domains
Qianchu Liu, Sheng Zhang, Guanghui Qin, Timothy Ossowski, Yu Gu, Ying Jin, Sid Kiblawi, J. Samuel Preston, Mu Wei, Paul Vozila, Tristan Naumann, Hoifung Poon
- Submitted to ICLR 2026
- Readers: Everyone
QRad: Enhancing Radiology Report Generation by Captioning-to-VQA Reframing
Ying Jin, Noel C Codella, Yanbo Xu, Yu Gu, Mu Wei, Haoquan Fang, Thomas Lin, Paul Vozila, Jenq-Neng Hwang
- GenAI4Health 2025 Poster
- Readers: Everyone
BiomedParse-V : Scaling Foundation Model for Universal Text-guided Volumetric Biomedical Image Segmentation
Theodore Zhao, Ho Hin Lee, Alberto Santamaria-Pang, Noel C Codella, Sid Kiblawi, Yu Gu, Yu Fang, Wenxuan Teng, Naiteek Sangani, Ivan Tarapov, Matthew P. Lungren, Matthias Blondeel, Tristan Naumann, Naoto Usuyama, Sheng Wang, Paul Vozila, Hoifung Poon, Mu Wei
- CVPR 2025 Workshop MedSegFM Submission
- Readers: Everyone
Scalable Wide and Deep Learning for Computer Assisted Coding
Marilisa Amoia, Frank Diehl, Jesús Giménez, Joel Pinto, Raphael Schumann, Fabian Stemmer, Paul Vozila, Yi Zhang
- 2018 (modified: 04 Sept 2019)
- NAACL-HLT (3) 2018
- Readers: Everyone
Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields
Fan Yang, Paul Vozila
- 2014 (modified: 04 Sept 2019)
- EMNLP 2014
- Readers: Everyone
An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training
Fan Yang, Paul Vozila
- 2013 (modified: 04 Sept 2019)
- EMNLP 2013
- Readers: Everyone
Automatic Editing in a Back-End Speech-to-Text System
Maximilian Bisani, Paul Vozila, Olivier Divay, Jeff Adams
- 2008 (modified: 13 Nov 2022)
- ACL 2008
- Readers: Everyone

Co-Authors

View all 50 co-authors